Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 1108612 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 84.6 MiB |
| Average record size in memory | 80.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 7 |
| Numeric | 1 |
type_of_work has constant value "Full-time employees" | Constant |
uom is highly overall correlated with value and 1 other fields | High correlation |
value is highly overall correlated with uom and 1 other fields | High correlation |
wages is highly overall correlated with uom and 1 other fields | High correlation |
Reproduction
| Analysis started | 2024-10-09 17:26:33.783754 |
|---|---|
| Analysis finished | 2024-10-09 17:26:51.422355 |
| Duration | 17.64 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
ref_date
Date
| Distinct | 324 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 MiB |
| Minimum | 1997-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-01 00:00:00 |
Histogram with fixed size bins (bins=50)
geo
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 MiB |
| Canada | |
|---|---|
| Ontario | |
| Quebec | |
| British Columbia | |
| Manitoba | |
| Other values (6) |
Length
| Max length | 25 |
|---|---|
| Median length | 16 |
| Mean length | 10.97628 |
| Min length | 6 |
Characters and Unicode
| Total characters | 12168436 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Canada |
|---|---|
| 2nd row | Canada |
| 3rd row | Canada |
| 4th row | Canada |
| 5th row | Canada |
Common Values
| Value | Count | Frequency (%) |
| Canada | 130827 | |
| Ontario | 123608 | |
| Quebec | 115706 | |
| British Columbia | 107581 | |
| Manitoba | 107071 | |
| Alberta | 104679 | |
| Saskatchewan | 99583 | |
| New Brunswick | 89997 | |
| Nova Scotia | 88693 | |
| Newfoundland and Labrador | 71089 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| canada | 130827 | 7.8% |
| ontario | 123608 | 7.4% |
| quebec | 115706 | 6.9% |
| british | 107581 | 6.4% |
| columbia | 107581 | 6.4% |
| manitoba | 107071 | 6.4% |
| alberta | 104679 | 6.2% |
| saskatchewan | 99583 | 5.9% |
| brunswick | 89997 | 5.4% |
| new | 89997 | 5.4% |
| Other values (8) | 599987 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1842538 | |
| n | 903909 | 7.4% |
| i | 801890 | 6.6% |
| r | 707599 | 5.8% |
| e | 666538 | 5.5% |
| o | 657824 | 5.4% |
| t | 631215 | 5.2% |
| d | 624517 | 5.1% |
| 568005 | 4.7% | |
| b | 506126 | 4.2% |
| Other values (22) | 4258275 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12168436 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1842538 | |
| n | 903909 | 7.4% |
| i | 801890 | 6.6% |
| r | 707599 | 5.8% |
| e | 666538 | 5.5% |
| o | 657824 | 5.4% |
| t | 631215 | 5.2% |
| d | 624517 | 5.1% |
| 568005 | 4.7% | |
| b | 506126 | 4.2% |
| Other values (22) | 4258275 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12168436 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1842538 | |
| n | 903909 | 7.4% |
| i | 801890 | 6.6% |
| r | 707599 | 5.8% |
| e | 666538 | 5.5% |
| o | 657824 | 5.4% |
| t | 631215 | 5.2% |
| d | 624517 | 5.1% |
| 568005 | 4.7% | |
| b | 506126 | 4.2% |
| Other values (22) | 4258275 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12168436 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1842538 | |
| n | 903909 | 7.4% |
| i | 801890 | 6.6% |
| r | 707599 | 5.8% |
| e | 666538 | 5.5% |
| o | 657824 | 5.4% |
| t | 631215 | 5.2% |
| d | 624517 | 5.1% |
| 568005 | 4.7% | |
| b | 506126 | 4.2% |
| Other values (22) | 4258275 |
wages
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 MiB |
| Average hourly wage rate | |
|---|---|
| Total employees, all wages |
Length
| Max length | 26 |
|---|---|
| Median length | 24 |
| Mean length | 24.940197 |
| Min length | 24 |
Characters and Unicode
| Total characters | 27649002 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Total employees, all wages |
|---|---|
| 2nd row | Total employees, all wages |
| 3rd row | Total employees, all wages |
| 4th row | Total employees, all wages |
| 5th row | Total employees, all wages |
Common Values
| Value | Count | Frequency (%) |
| Average hourly wage rate | 587455 | |
| Total employees, all wages | 521157 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| average | 587455 | |
| hourly | 587455 | |
| wage | 587455 | |
| rate | 587455 | |
| total | 521157 | |
| employees | 521157 | |
| all | 521157 | |
| wages | 521157 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4434448 | |
| a | 3325836 | |
| 3325836 | ||
| l | 2672083 | |
| r | 1762365 | 6.4% |
| g | 1696067 | 6.1% |
| o | 1629769 | 5.9% |
| w | 1108612 | 4.0% |
| t | 1108612 | 4.0% |
| y | 1108612 | 4.0% |
| Other values (9) | 5476762 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 27649002 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4434448 | |
| a | 3325836 | |
| 3325836 | ||
| l | 2672083 | |
| r | 1762365 | 6.4% |
| g | 1696067 | 6.1% |
| o | 1629769 | 5.9% |
| w | 1108612 | 4.0% |
| t | 1108612 | 4.0% |
| y | 1108612 | 4.0% |
| Other values (9) | 5476762 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 27649002 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4434448 | |
| a | 3325836 | |
| 3325836 | ||
| l | 2672083 | |
| r | 1762365 | 6.4% |
| g | 1696067 | 6.1% |
| o | 1629769 | 5.9% |
| w | 1108612 | 4.0% |
| t | 1108612 | 4.0% |
| y | 1108612 | 4.0% |
| Other values (9) | 5476762 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 27649002 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4434448 | |
| a | 3325836 | |
| 3325836 | ||
| l | 2672083 | |
| r | 1762365 | 6.4% |
| g | 1696067 | 6.1% |
| o | 1629769 | 5.9% |
| w | 1108612 | 4.0% |
| t | 1108612 | 4.0% |
| y | 1108612 | 4.0% |
| Other values (9) | 5476762 |
type_of_work
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 MiB |
| Full-time employees |
|---|
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 21063628 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Full-time employees |
|---|---|
| 2nd row | Full-time employees |
| 3rd row | Full-time employees |
| 4th row | Full-time employees |
| 5th row | Full-time employees |
Common Values
| Value | Count | Frequency (%) |
| Full-time employees | 1108612 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| full-time | 1108612 | |
| employees | 1108612 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4434448 | |
| l | 3325836 | |
| m | 2217224 | |
| F | 1108612 | 5.3% |
| u | 1108612 | 5.3% |
| - | 1108612 | 5.3% |
| t | 1108612 | 5.3% |
| i | 1108612 | 5.3% |
| 1108612 | 5.3% | |
| p | 1108612 | 5.3% |
| Other values (3) | 3325836 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21063628 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4434448 | |
| l | 3325836 | |
| m | 2217224 | |
| F | 1108612 | 5.3% |
| u | 1108612 | 5.3% |
| - | 1108612 | 5.3% |
| t | 1108612 | 5.3% |
| i | 1108612 | 5.3% |
| 1108612 | 5.3% | |
| p | 1108612 | 5.3% |
| Other values (3) | 3325836 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21063628 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4434448 | |
| l | 3325836 | |
| m | 2217224 | |
| F | 1108612 | 5.3% |
| u | 1108612 | 5.3% |
| - | 1108612 | 5.3% |
| t | 1108612 | 5.3% |
| i | 1108612 | 5.3% |
| 1108612 | 5.3% | |
| p | 1108612 | 5.3% |
| Other values (3) | 3325836 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21063628 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4434448 | |
| l | 3325836 | |
| m | 2217224 | |
| F | 1108612 | 5.3% |
| u | 1108612 | 5.3% |
| - | 1108612 | 5.3% |
| t | 1108612 | 5.3% |
| i | 1108612 | 5.3% |
| 1108612 | 5.3% | |
| p | 1108612 | 5.3% |
| Other values (3) | 3325836 |
national_occupational_classification_(noc)
Categorical
| Distinct | 45 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 MiB |
| Sales and service support occupations [65] | 39205 |
|---|---|
| Sales and service representatives and other customer and personal services occupations [64] | 38082 |
| Sales and service occupations, except management [62-65] | 36985 |
| Business, finance and administration occupations, except management [11-14] | 36462 |
| Occupations in education, law and social, community and government services, except management [41-45] | 34876 |
| Other values (40) |
Length
| Max length | 140 |
|---|---|
| Median length | 80 |
| Mean length | 72.011207 |
| Min length | 19 |
Characters and Unicode
| Total characters | 79832488 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] |
|---|---|
| 2nd row | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] |
| 3rd row | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] |
| 4th row | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] |
| 5th row | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] |
Common Values
| Value | Count | Frequency (%) |
| Sales and service support occupations [65] | 39205 | 3.5% |
| Sales and service representatives and other customer and personal services occupations [64] | 38082 | 3.4% |
| Sales and service occupations, except management [62-65] | 36985 | 3.3% |
| Business, finance and administration occupations, except management [11-14] | 36462 | 3.3% |
| Occupations in education, law and social, community and government services, except management [41-45] | 34876 | 3.1% |
| Administrative and financial support and supply chain logistics occupations [14] | 34525 | 3.1% |
| Occupations in manufacturing and utilities, except management [92-95] | 32653 | 2.9% |
| Trades, transport and equipment operators and related occupations, except management [72-75] | 32236 | 2.9% |
| Occupations in sales and services [63] | 31611 | 2.9% |
| Retail sales and service supervisors and specialized occupations in sales and services [62] | 31475 | 2.8% |
| Other values (35) | 760502 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| and | 1473945 | 14.4% |
| occupations | 957507 | 9.4% |
| in | 537871 | 5.3% |
| management | 388040 | 3.8% |
| except | 286286 | 2.8% |
| services | 264513 | 2.6% |
| sales | 208833 | 2.0% |
| related | 187534 | 1.8% |
| natural | 150761 | 1.5% |
| service | 145747 | 1.4% |
| Other values (132) | 5609434 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9101859 | 11.4% | |
| a | 6545669 | 8.2% |
| e | 6210650 | 7.8% |
| n | 6175647 | 7.7% |
| i | 5117895 | 6.4% |
| s | 5114190 | 6.4% |
| t | 4778595 | 6.0% |
| c | 4392545 | 5.5% |
| o | 4377941 | 5.5% |
| r | 3921978 | 4.9% |
| Other values (45) | 24095519 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 79832488 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9101859 | 11.4% | |
| a | 6545669 | 8.2% |
| e | 6210650 | 7.8% |
| n | 6175647 | 7.7% |
| i | 5117895 | 6.4% |
| s | 5114190 | 6.4% |
| t | 4778595 | 6.0% |
| c | 4392545 | 5.5% |
| o | 4377941 | 5.5% |
| r | 3921978 | 4.9% |
| Other values (45) | 24095519 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 79832488 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9101859 | 11.4% | |
| a | 6545669 | 8.2% |
| e | 6210650 | 7.8% |
| n | 6175647 | 7.7% |
| i | 5117895 | 6.4% |
| s | 5114190 | 6.4% |
| t | 4778595 | 6.0% |
| c | 4392545 | 5.5% |
| o | 4377941 | 5.5% |
| r | 3921978 | 4.9% |
| Other values (45) | 24095519 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 79832488 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9101859 | 11.4% | |
| a | 6545669 | 8.2% |
| e | 6210650 | 7.8% |
| n | 6175647 | 7.7% |
| i | 5117895 | 6.4% |
| s | 5114190 | 6.4% |
| t | 4778595 | 6.0% |
| c | 4392545 | 5.5% |
| o | 4377941 | 5.5% |
| r | 3921978 | 4.9% |
| Other values (45) | 24095519 |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 MiB |
| Males | |
|---|---|
| Females |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.9512742 |
| Min length | 5 |
Characters and Unicode
| Total characters | 6597654 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Males |
|---|---|
| 2nd row | Males |
| 3rd row | Males |
| 4th row | Males |
| 5th row | Males |
Common Values
| Value | Count | Frequency (%) |
| Males | 581315 | |
| Females | 527297 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| males | 581315 | |
| females | 527297 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1635909 | |
| a | 1108612 | |
| l | 1108612 | |
| s | 1108612 | |
| M | 581315 | 8.8% |
| F | 527297 | 8.0% |
| m | 527297 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6597654 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1635909 | |
| a | 1108612 | |
| l | 1108612 | |
| s | 1108612 | |
| M | 581315 | 8.8% |
| F | 527297 | 8.0% |
| m | 527297 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6597654 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1635909 | |
| a | 1108612 | |
| l | 1108612 | |
| s | 1108612 | |
| M | 581315 | 8.8% |
| F | 527297 | 8.0% |
| m | 527297 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6597654 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1635909 | |
| a | 1108612 | |
| l | 1108612 | |
| s | 1108612 | |
| M | 581315 | 8.8% |
| F | 527297 | 8.0% |
| m | 527297 | 8.0% |
age_group
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 MiB |
| 25 to 54 years | |
|---|---|
| 55 years and over | |
| 15 to 24 years |
Length
| Max length | 17 |
|---|---|
| Median length | 14 |
| Mean length | 14.918687 |
| Min length | 14 |
Characters and Unicode
| Total characters | 16539035 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 15 to 24 years |
|---|---|
| 2nd row | 15 to 24 years |
| 3rd row | 15 to 24 years |
| 4th row | 15 to 24 years |
| 5th row | 15 to 24 years |
Common Values
| Value | Count | Frequency (%) |
| 25 to 54 years | 498529 | |
| 55 years and over | 339489 | |
| 15 to 24 years | 270594 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| years | 1108612 | |
| to | 769123 | |
| 25 | 498529 | |
| 54 | 498529 | |
| 55 | 339489 | 7.7% |
| and | 339489 | 7.7% |
| over | 339489 | 7.7% |
| 15 | 270594 | 6.1% |
| 24 | 270594 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3325836 | ||
| 5 | 1946630 | |
| e | 1448101 | |
| a | 1448101 | |
| r | 1448101 | |
| o | 1108612 | 6.7% |
| y | 1108612 | 6.7% |
| s | 1108612 | 6.7% |
| 2 | 769123 | 4.7% |
| t | 769123 | 4.7% |
| Other values (5) | 2058184 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16539035 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3325836 | ||
| 5 | 1946630 | |
| e | 1448101 | |
| a | 1448101 | |
| r | 1448101 | |
| o | 1108612 | 6.7% |
| y | 1108612 | 6.7% |
| s | 1108612 | 6.7% |
| 2 | 769123 | 4.7% |
| t | 769123 | 4.7% |
| Other values (5) | 2058184 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16539035 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3325836 | ||
| 5 | 1946630 | |
| e | 1448101 | |
| a | 1448101 | |
| r | 1448101 | |
| o | 1108612 | 6.7% |
| y | 1108612 | 6.7% |
| s | 1108612 | 6.7% |
| 2 | 769123 | 4.7% |
| t | 769123 | 4.7% |
| Other values (5) | 2058184 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16539035 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3325836 | ||
| 5 | 1946630 | |
| e | 1448101 | |
| a | 1448101 | |
| r | 1448101 | |
| o | 1108612 | 6.7% |
| y | 1108612 | 6.7% |
| s | 1108612 | 6.7% |
| 2 | 769123 | 4.7% |
| t | 769123 | 4.7% |
| Other values (5) | 2058184 |
uom
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 MiB |
| Current dollars | |
|---|---|
| Persons |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 11.239211 |
| Min length | 7 |
Characters and Unicode
| Total characters | 12459924 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Persons |
|---|---|
| 2nd row | Persons |
| 3rd row | Persons |
| 4th row | Persons |
| 5th row | Persons |
Common Values
| Value | Count | Frequency (%) |
| Current dollars | 587455 | |
| Persons | 521157 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| current | 587455 | |
| dollars | 587455 | |
| persons | 521157 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2283522 | |
| s | 1629769 | |
| l | 1174910 | |
| e | 1108612 | |
| n | 1108612 | |
| o | 1108612 | |
| C | 587455 | 4.7% |
| u | 587455 | 4.7% |
| t | 587455 | 4.7% |
| 587455 | 4.7% | |
| Other values (3) | 1696067 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12459924 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 2283522 | |
| s | 1629769 | |
| l | 1174910 | |
| e | 1108612 | |
| n | 1108612 | |
| o | 1108612 | |
| C | 587455 | 4.7% |
| u | 587455 | 4.7% |
| t | 587455 | 4.7% |
| 587455 | 4.7% | |
| Other values (3) | 1696067 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12459924 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 2283522 | |
| s | 1629769 | |
| l | 1174910 | |
| e | 1108612 | |
| n | 1108612 | |
| o | 1108612 | |
| C | 587455 | 4.7% |
| u | 587455 | 4.7% |
| t | 587455 | 4.7% |
| 587455 | 4.7% | |
| Other values (3) | 1696067 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12459924 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 2283522 | |
| s | 1629769 | |
| l | 1174910 | |
| e | 1108612 | |
| n | 1108612 | |
| o | 1108612 | |
| C | 587455 | 4.7% |
| u | 587455 | 4.7% |
| t | 587455 | 4.7% |
| 587455 | 4.7% | |
| Other values (3) | 1696067 |
value
Real number (ℝ)
HIGH CORRELATION
| Distinct | 5247 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.286047 |
| Minimum | 0.2 |
|---|---|
| Maximum | 57.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.9 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.9 |
| Q1 | 5 |
| median | 15.06 |
| Q3 | 23.8 |
| 95-th percentile | 39.98 |
| Maximum | 57.2 |
| Range | 57 |
| Interquartile range (IQR) | 18.8 |
Descriptive statistics
| Standard deviation | 12.409786 |
|---|---|
| Coefficient of variation (CV) | 0.76198885 |
| Kurtosis | 0.047619406 |
| Mean | 16.286047 |
| Median Absolute Deviation (MAD) | 9.46 |
| Skewness | 0.72827346 |
| Sum | 18054907 |
| Variance | 154.00279 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.7 | 11745 | 1.1% |
| 0.8 | 11213 | 1.0% |
| 0.6 | 10601 | 1.0% |
| 0.9 | 10237 | 0.9% |
| 1 | 9442 | 0.9% |
| 1.1 | 8544 | 0.8% |
| 0.5 | 8286 | 0.7% |
| 1.5 | 7950 | 0.7% |
| 1.2 | 7733 | 0.7% |
| 1.6 | 7672 | 0.7% |
| Other values (5237) | 1015189 |
| Value | Count | Frequency (%) |
| 0.2 | 3621 | 0.3% |
| 0.3 | 5081 | |
| 0.4 | 3998 | 0.4% |
| 0.5 | 8286 | |
| 0.6 | 10601 | |
| 0.7 | 11745 | |
| 0.8 | 11213 | |
| 0.9 | 10237 | |
| 1 | 9442 | |
| 1.1 | 8544 |
| Value | Count | Frequency (%) |
| 57.2 | 91 | |
| 57.19 | 3 | < 0.1% |
| 57.18 | 5 | < 0.1% |
| 57.17 | 7 | < 0.1% |
| 57.16 | 3 | < 0.1% |
| 57.15 | 7 | < 0.1% |
| 57.14 | 7 | < 0.1% |
| 57.13 | 5 | < 0.1% |
| 57.12 | 8 | < 0.1% |
| 57.11 | 6 | < 0.1% |
| age_group | geo | national_occupational_classification_(noc) | sex | uom | value | wages | |
|---|---|---|---|---|---|---|---|
| age_group | 1.000 | 0.128 | 0.187 | 0.024 | 0.036 | 0.208 | 0.036 |
| geo | 0.128 | 1.000 | 0.080 | 0.036 | 0.075 | 0.104 | 0.075 |
| national_occupational_classification_(noc) | 0.187 | 0.080 | 1.000 | 0.241 | 0.072 | 0.155 | 0.072 |
| sex | 0.024 | 0.036 | 0.241 | 1.000 | 0.000 | 0.105 | 0.000 |
| uom | 0.036 | 0.075 | 0.072 | 0.000 | 1.000 | 0.705 | 1.000 |
| value | 0.208 | 0.104 | 0.155 | 0.105 | 0.705 | 1.000 | 0.705 |
| wages | 0.036 | 0.075 | 0.072 | 0.000 | 1.000 | 0.705 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| ref_date | geo | wages | type_of_work | national_occupational_classification_(noc) | sex | age_group | uom | value | |
|---|---|---|---|---|---|---|---|---|---|
| 1944 | 1997-01 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 26.4 |
| 1945 | 1997-02 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 22.0 |
| 1946 | 1997-03 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 18.6 |
| 1947 | 1997-04 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 19.9 |
| 1948 | 1997-05 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 22.4 |
| 1949 | 1997-06 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 23.4 |
| 1950 | 1997-07 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 24.0 |
| 1951 | 1997-08 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 25.5 |
| 1952 | 1997-09 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 21.8 |
| 1953 | 1997-10 | Canada | Total employees, all wages | Full-time employees | Management occupations [00, 10, 20, 30, 40, 50, 60, 70, 80, 90] | Males | 15 to 24 years | Persons | 17.4 |
| ref_date | geo | wages | type_of_work | national_occupational_classification_(noc) | sex | age_group | uom | value | |
|---|---|---|---|---|---|---|---|---|---|
| 1924479 | 2017-04 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 17.83 |
| 1924483 | 2017-08 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 16.72 |
| 1924497 | 2018-10 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 15.77 |
| 1924550 | 2023-03 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 23.57 |
| 1924552 | 2023-05 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 18.82 |
| 1924554 | 2023-07 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 20.70 |
| 1924555 | 2023-08 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 19.95 |
| 1924556 | 2023-09 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 20.21 |
| 1924557 | 2023-10 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 20.11 |
| 1924558 | 2023-11 | British Columbia | Average hourly wage rate | Full-time employees | Labourers in processing, manufacturing and utilities [95] | Females | 55 years and over | Current dollars | 21.02 |